Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934135
Yang Min, Zhang Jiaji
The physical layer design of 5g wireless communication network also plays an important role in the application of 5g wireless communication technology and the optimization of communication effect of wireless communication technology. In the process of designing the 5g network, it is necessary to integrate the 5g network technology and ensure the application of the 5g network technology. In the actual design of the 5g network, it is more necessary to integrate the 5g network technology. Radio and television wireless network 5g the physical layer of wireless communication network is the part that manages the transmission, reception, modulation and demodulation of radio waves. It is also called RF (radio frequency) or microwave link. This layer controls all data transmission between two nodes in the wireless network. Radio and television wireless network 5g the physical layer of wireless communication network uses electromagnetic wave to transmit signals from one point to another through antenna.
{"title":"Key technologies of physical layer of radio and television wireless network based on 5g wireless communication network","authors":"Yang Min, Zhang Jiaji","doi":"10.23919/WAC55640.2022.9934135","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934135","url":null,"abstract":"The physical layer design of 5g wireless communication network also plays an important role in the application of 5g wireless communication technology and the optimization of communication effect of wireless communication technology. In the process of designing the 5g network, it is necessary to integrate the 5g network technology and ensure the application of the 5g network technology. In the actual design of the 5g network, it is more necessary to integrate the 5g network technology. Radio and television wireless network 5g the physical layer of wireless communication network is the part that manages the transmission, reception, modulation and demodulation of radio waves. It is also called RF (radio frequency) or microwave link. This layer controls all data transmission between two nodes in the wireless network. Radio and television wireless network 5g the physical layer of wireless communication network uses electromagnetic wave to transmit signals from one point to another through antenna.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116835522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934299
Fu Cheng
The purpose of this project is to better understand 3D printing technology and its application in fashion design. The main focus will be on the use of additive manufacturing (AM) technology to create unique custom clothing. Digital printing technology is a method of producing printed documents using digital imaging technology. This process involves reading an image using an electronic device and then generating a printout from it. This is different from traditional offset printing, in which ink is coated on paper and then transferred to the finished product. Digital printing uses computer-based processes and machines controlled by software programs to create images on paper or other surfaces. This study will involve a comparative study between digital and traditional printing methods, as well as how am is used in garment production. In addition, it will include a comparison between existing clothing produced by traditional methods and clothing produced by traditional methods.
{"title":"Comparative study on the application of 3D printing and digital printing technology in fashion design","authors":"Fu Cheng","doi":"10.23919/WAC55640.2022.9934299","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934299","url":null,"abstract":"The purpose of this project is to better understand 3D printing technology and its application in fashion design. The main focus will be on the use of additive manufacturing (AM) technology to create unique custom clothing. Digital printing technology is a method of producing printed documents using digital imaging technology. This process involves reading an image using an electronic device and then generating a printout from it. This is different from traditional offset printing, in which ink is coated on paper and then transferred to the finished product. Digital printing uses computer-based processes and machines controlled by software programs to create images on paper or other surfaces. This study will involve a comparative study between digital and traditional printing methods, as well as how am is used in garment production. In addition, it will include a comparison between existing clothing produced by traditional methods and clothing produced by traditional methods.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115660605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934154
Zhichao Liu
The bridge management is investigated and studied. At present, the bridge management mode and management means are old. The bridge data collected, analyzed and managed by manual method brings a lot of inconvenience to the maintenance and management; If the technical archives of some bridges are lost, we can only rely on qualitative understanding and the experience of technicians to analyze the technical status of bridges, and make decisions according to past experience to determine the bridge maintenance and repair scheme; At the same time, as the maintenance funds are not guaranteed and the technical force is low, the necessary daily maintenance of the bridge cannot be guaranteed, resulting in the rapid deterioration of the diseases and defects of the bridge, reducing the bearing capacity of the bridge and affecting the normal use of the bridge. Research on the prediction system of bridge health management based on deep learning, and develop an artificial intelligence system, which can predict the bridge health status according to the data collected from the sensors installed on the bridges all over the world.
{"title":"Research on Bridge Health Management Prediction System Based on deep learning","authors":"Zhichao Liu","doi":"10.23919/WAC55640.2022.9934154","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934154","url":null,"abstract":"The bridge management is investigated and studied. At present, the bridge management mode and management means are old. The bridge data collected, analyzed and managed by manual method brings a lot of inconvenience to the maintenance and management; If the technical archives of some bridges are lost, we can only rely on qualitative understanding and the experience of technicians to analyze the technical status of bridges, and make decisions according to past experience to determine the bridge maintenance and repair scheme; At the same time, as the maintenance funds are not guaranteed and the technical force is low, the necessary daily maintenance of the bridge cannot be guaranteed, resulting in the rapid deterioration of the diseases and defects of the bridge, reducing the bearing capacity of the bridge and affecting the normal use of the bridge. Research on the prediction system of bridge health management based on deep learning, and develop an artificial intelligence system, which can predict the bridge health status according to the data collected from the sensors installed on the bridges all over the world.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114400210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934504
Yuki Kurisu, Tomio Shigaki, Nozomu Araki, Y. Konishi
This study aims to construct a simple system for estimating and measuring the front manipulator posture by attaching a camera to an excavator. We propose a method to extract the feature points of the arms and buckets tip by deep learning and to calculate the posture of the front part using camera geometry and inverse kinematics from the obtained feature points. The effectiveness of the proposed method was verified experimentally using a scale model.
{"title":"Posture Estimation System for Excavator Manipulator Using Deep Learning and Inverse Kinematics","authors":"Yuki Kurisu, Tomio Shigaki, Nozomu Araki, Y. Konishi","doi":"10.23919/WAC55640.2022.9934504","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934504","url":null,"abstract":"This study aims to construct a simple system for estimating and measuring the front manipulator posture by attaching a camera to an excavator. We propose a method to extract the feature points of the arms and buckets tip by deep learning and to calculate the posture of the front part using camera geometry and inverse kinematics from the obtained feature points. The effectiveness of the proposed method was verified experimentally using a scale model.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114654476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934742
Hongqiong Duan
With the progress of the times and the development of science and technology, computer technology is also maturing day by day. In recent years, computer technology has also been widely used in colleges and universities, especially in basic music teaching. The current basic music teaching model is relatively backward, and the monotonous teaching has led to a sharp drop in students' interest and reduced teaching efficiency. The participation of computer technology has brought new challenges and opportunities to basic music teaching, and has greatly promoted the innovation of basic music teaching. The purpose of this article is to research the application of computer technology (ACT) in music teaching in colleges and universities elementary education. In this paper, the ACT in elementary music teaching, described from many angles teaching ear training, music appreciation teaching, music teaching. On the basis of the above, the positive role of computers in the application of basic music teaching is systematically analyzed, so that students will be interested in basic music teaching and improve student learning efficiency and teacher teaching quality. The experimental research results show that the actual ACT in music composition teaching is the best, at 94.28%, followed by sight Singing and Ear training and music appreciation teaching, with an average of about 92%. From the overall analysis, the ACT in basic music teaching has made some achievements, and the application in all aspects is relatively complete.
{"title":"Design and Realization of Composition System Based on Computer Information Technology","authors":"Hongqiong Duan","doi":"10.23919/WAC55640.2022.9934742","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934742","url":null,"abstract":"With the progress of the times and the development of science and technology, computer technology is also maturing day by day. In recent years, computer technology has also been widely used in colleges and universities, especially in basic music teaching. The current basic music teaching model is relatively backward, and the monotonous teaching has led to a sharp drop in students' interest and reduced teaching efficiency. The participation of computer technology has brought new challenges and opportunities to basic music teaching, and has greatly promoted the innovation of basic music teaching. The purpose of this article is to research the application of computer technology (ACT) in music teaching in colleges and universities elementary education. In this paper, the ACT in elementary music teaching, described from many angles teaching ear training, music appreciation teaching, music teaching. On the basis of the above, the positive role of computers in the application of basic music teaching is systematically analyzed, so that students will be interested in basic music teaching and improve student learning efficiency and teacher teaching quality. The experimental research results show that the actual ACT in music composition teaching is the best, at 94.28%, followed by sight Singing and Ear training and music appreciation teaching, with an average of about 92%. From the overall analysis, the ACT in basic music teaching has made some achievements, and the application in all aspects is relatively complete.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128195973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934123
Xuanmin Ma, Ziyang Lu, Yunfei Ma
Most of the research on new bionic robots are applied in unstructured environment and can be competent for some tasks in complex structure or narrow space. As an important member in the field of bionic robot, snake manipulator has the advantages of good accessibility, high flexibility and strong environmental adaptability, and has a good application prospect. This paper studies the body structure design, motion analysis, control system design and prototype verification of snake manipulator. In this paper, the body structure of snake manipulator is designed, including driving mode and joint connection mode. The three-dimensional structural model of snake manipulator is designed by using SolidWorks, and the static analysis of key stress components is carried out to verify the structural reliability. The motion analysis of snake manipulator is completed. The motion principle analysis of the transmission mechanism, the motion analysis in two-dimensional plane and the kinematics and dynamics analysis in three-dimensional space provide a theoretical basis for further control.
{"title":"Structure design and motion control of manipulator","authors":"Xuanmin Ma, Ziyang Lu, Yunfei Ma","doi":"10.23919/WAC55640.2022.9934123","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934123","url":null,"abstract":"Most of the research on new bionic robots are applied in unstructured environment and can be competent for some tasks in complex structure or narrow space. As an important member in the field of bionic robot, snake manipulator has the advantages of good accessibility, high flexibility and strong environmental adaptability, and has a good application prospect. This paper studies the body structure design, motion analysis, control system design and prototype verification of snake manipulator. In this paper, the body structure of snake manipulator is designed, including driving mode and joint connection mode. The three-dimensional structural model of snake manipulator is designed by using SolidWorks, and the static analysis of key stress components is carried out to verify the structural reliability. The motion analysis of snake manipulator is completed. The motion principle analysis of the transmission mechanism, the motion analysis in two-dimensional plane and the kinematics and dynamics analysis in three-dimensional space provide a theoretical basis for further control.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124233221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We have developed walking assistance system considering the condition of the emotion and fatigue. This system consists of the emotion estimation, the fatigue evaluation, decision function of the walking condition, and walking assistive device. We already made the emotion estimation system, and obtained the method of muscle fatigue evaluation by NIRS, and the walking assistive device. To complete the decision function, it is necessary to recognize the current condition of the user’s emotion and fatigue. In this paper, we proposed the three dimensional human condition model to decide the suitable walking setting. Finally, the example of using this model and the importance of the recognition both emotion and fatigue were shown.
{"title":"Three Dimensional Human Condition Model during Walking Based on Emotion Estimation and Muscle Fatigue Evaluation","authors":"Eiichirou Tanaka, Yutao Gong, Yunfan Li, J. Yang, Jyun-Rong Zhuang, Keisuke Osawa","doi":"10.23919/WAC55640.2022.9934297","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934297","url":null,"abstract":"We have developed walking assistance system considering the condition of the emotion and fatigue. This system consists of the emotion estimation, the fatigue evaluation, decision function of the walking condition, and walking assistive device. We already made the emotion estimation system, and obtained the method of muscle fatigue evaluation by NIRS, and the walking assistive device. To complete the decision function, it is necessary to recognize the current condition of the user’s emotion and fatigue. In this paper, we proposed the three dimensional human condition model to decide the suitable walking setting. Finally, the example of using this model and the importance of the recognition both emotion and fatigue were shown.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123655740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934226
Zejian Dong
With the rapid development of computer networks and information technology today, people are more inclined to use network systems to achieve various data exchanges. Alibaba, Tencent and other companies' virtual payment has become the mainstream payment method. Due to the globalization and openness of the network, anyone can freely enter and exit, which brings huge hidden dangers to NS(network security). NS has become an important issue that we have to face. Once important information is stolen, it is likely to cause very large losses to individuals and even the society. This article mainly studies the computer NS encryption technology of neural network. First of all, the current situation of computer NS is comprehensively reflected from the two aspects of domestic Internet users and NS penetration rate in recent years. By 2020, the number of Chinese residents using the Internet has reached 1.034 billion, and 77.3% of Internet users are generally aware of NS. Secondly, it analyzes the effect of NN(neural network) on computer NS encryption technology. The results show that the use of NN in computer encryption technology not only helps to improve security and convenience, but also prevents the secondary transmission of data and prevents related information leakage.
{"title":"Computer Network Security Encryption Technology Based on Neural Network","authors":"Zejian Dong","doi":"10.23919/WAC55640.2022.9934226","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934226","url":null,"abstract":"With the rapid development of computer networks and information technology today, people are more inclined to use network systems to achieve various data exchanges. Alibaba, Tencent and other companies' virtual payment has become the mainstream payment method. Due to the globalization and openness of the network, anyone can freely enter and exit, which brings huge hidden dangers to NS(network security). NS has become an important issue that we have to face. Once important information is stolen, it is likely to cause very large losses to individuals and even the society. This article mainly studies the computer NS encryption technology of neural network. First of all, the current situation of computer NS is comprehensively reflected from the two aspects of domestic Internet users and NS penetration rate in recent years. By 2020, the number of Chinese residents using the Internet has reached 1.034 billion, and 77.3% of Internet users are generally aware of NS. Secondly, it analyzes the effect of NN(neural network) on computer NS encryption technology. The results show that the use of NN in computer encryption technology not only helps to improve security and convenience, but also prevents the secondary transmission of data and prevents related information leakage.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"244 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123113240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934705
Keyan Cao, Gongjie Meng, Yukuan Dong, Qiushi Wang
In recent years, as the quality of life has improved, people’s demand for housing has become more refined, and many Internet housing query platforms and query algorithms have emerged. This paper proposes a real estate query algorithm based on user preferences. In order to reduce the cost of time and space in the query process, an index structure that adds a distance factor and a subtree of house hierarchical clustering is proposed—HCIR-Tree (Hierarchical Clustering Information R-Tree) index tree. In order to improve the query efficiency of the houses to which the real estate belongs, a real estate hierarchical clustering subtree is established at the leaf node where the real estate is located. Through a large number of experiments, the query performance of the algorithm proposed in this paper is verified.
近年来，随着生活质量的提高，人们对住房的需求更加细化，出现了许多互联网住房查询平台和查询算法。提出了一种基于用户偏好的房产查询算法。为了降低查询过程中的时间和空间成本，提出了一种添加距离因子和房屋分层聚类子树的索引结构——hir - tree (hierarchical clustering Information R-Tree)索引树。为了提高房产所属房屋的查询效率，在房产所在的叶节点上建立了房产分层聚类子树。通过大量实验，验证了本文算法的查询性能。
{"title":"Real Estate Query Algorithm Based on User Preference","authors":"Keyan Cao, Gongjie Meng, Yukuan Dong, Qiushi Wang","doi":"10.23919/WAC55640.2022.9934705","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934705","url":null,"abstract":"In recent years, as the quality of life has improved, people’s demand for housing has become more refined, and many Internet housing query platforms and query algorithms have emerged. This paper proposes a real estate query algorithm based on user preferences. In order to reduce the cost of time and space in the query process, an index structure that adds a distance factor and a subtree of house hierarchical clustering is proposed—HCIR-Tree (Hierarchical Clustering Information R-Tree) index tree. In order to improve the query efficiency of the houses to which the real estate belongs, a real estate hierarchical clustering subtree is established at the leaf node where the real estate is located. Through a large number of experiments, the query performance of the algorithm proposed in this paper is verified.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"151 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128217600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-11DOI: 10.23919/WAC55640.2022.9934457
Chaowei Jia, Fei Dong
The health status of livestock is closely related to the economic benefits of pastures. The traditional health monitoring of livestock still depends on human judgment. With the expansion of breeding scale and the scarcity of modern animal husbandry and veterinary talents, this method is no longer applicable. Therefore, the realization of automatic monitoring of livestock physical parameters is the future development direction of animal husbandry. In order to accurately judge the health status of livestock, based on the intelligent collar, this paper studies and designs a livestock oriented livestock health diagnosis algorithm, which can provide a certain reference for farmers' decision-making. By studying the change law of sign parameters when the physiological state of livestock changes, it is decided to take the temperature, rumination time and exercise volume of livestock as the characteristic parameters. The original data are extracted and corrected by using the linear regression algorithm based on least square method, peak detection algorithm and K-means clustering algorithm respectively, and the obtained results are used as the input of health diagnosis algorithm.
{"title":"Research on Intelligent collar animal husbandry health diagnosis service platform based on Cloud Computing","authors":"Chaowei Jia, Fei Dong","doi":"10.23919/WAC55640.2022.9934457","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934457","url":null,"abstract":"The health status of livestock is closely related to the economic benefits of pastures. The traditional health monitoring of livestock still depends on human judgment. With the expansion of breeding scale and the scarcity of modern animal husbandry and veterinary talents, this method is no longer applicable. Therefore, the realization of automatic monitoring of livestock physical parameters is the future development direction of animal husbandry. In order to accurately judge the health status of livestock, based on the intelligent collar, this paper studies and designs a livestock oriented livestock health diagnosis algorithm, which can provide a certain reference for farmers' decision-making. By studying the change law of sign parameters when the physiological state of livestock changes, it is decided to take the temperature, rumination time and exercise volume of livestock as the characteristic parameters. The original data are extracted and corrected by using the linear regression algorithm based on least square method, peak detection algorithm and K-means clustering algorithm respectively, and the obtained results are used as the input of health diagnosis algorithm.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134615253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：